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It is demonstrated that the proposed algorithm performance is slightly lower than the JSF-WF performance, while it significantly reduces the complexity of the allocation algorithm.
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Concerning the complexity of the joint allocation task, the problem is decomposed into two subproblems: an RB allocation and a PSO-based power allocation.
The complexity of the delegate allocation rules has prompted the campaigns to make decisions about advertising that are unlike what would be made in a general election.
The computational complexity of the RB allocation needs O INK ′ Q).
In this way the computational complexity of the resource allocation algorithm is reduced.
After N evaluations, the computational complexity of the power allocation is (mathcal {O}(N{T_{2}})).
This result can be compared with the complexity of the centralized allocation algorithm which must be solved numerically.
After N evaluations, the computational complexity of the power allocation and subcarrier assignment procedure is N(I S +K).
However, this global optimization requires inter-cluster communication and increases the complexity of the resource allocation design.
It is a function of the complexity of the resource allocation algorithm, the call setup delay, and the user rejection or blocking probability.
In addition, a joint scheduling across clusters is needed for the whole network, which requires inter-cluster communication and increases the complexity of the resource allocation design.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com